| Bayesian Deep Learning for Discrete Choice | May 23, 2025 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Model-based Estimation of Difference-in-Differences with Staggered Treatments | May 23, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Integral Imprecise Probability Metrics | May 22, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation | May 22, 2025 | Data AugmentationImage Segmentation | —Unverified | 0 |
| A Generic Framework for Conformal Fairness | May 22, 2025 | Conformal PredictionFairness | CodeCode Available | 0 |
| Predicate-Conditional Conformalized Answer Sets for Knowledge Graph Embeddings | May 22, 2025 | Conformal PredictionGraph Embedding | —Unverified | 0 |
| Large-Scale Bayesian Tensor Reconstruction: An Approximate Message Passing Solution | May 22, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Exponential Convergence of CAVI for Bayesian PCA | May 22, 2025 | Dimensionality ReductionUncertainty Quantification | —Unverified | 0 |
| Tools in the Loop: Quantifying Uncertainty of LLM Question Answering Systems That Use Tools | May 22, 2025 | Information RetrievalQuestion Answering | —Unverified | 0 |
| Gaussian Processes in Power Systems: Techniques, Applications, and Future Works | May 21, 2025 | Decision MakingGaussian Processes | —Unverified | 0 |
| Last Layer Empirical Bayes | May 21, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Enhancing Monte Carlo Dropout Performance for Uncertainty Quantification | May 21, 2025 | Bayesian OptimizationMedical Diagnosis | —Unverified | 0 |
| Uncertainty Quantification in SVM prediction | May 21, 2025 | feature selectionPrediction | CodeCode Available | 0 |
| SurvUnc: A Meta-Model Based Uncertainty Quantification Framework for Survival Analysis | May 20, 2025 | BenchmarkingModel Optimization | CodeCode Available | 0 |
| CONSIGN: Conformal Segmentation Informed by Spatial Groupings via Decomposition | May 20, 2025 | Conformal PredictionImage Segmentation | —Unverified | 0 |
| Scalable Bayesian Monte Carlo: fast uncertainty estimation beyond deep ensembles | May 19, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Spline Dimensional Decomposition with Interpolation-based Optimal Knot Selection for Stochastic Dynamic Analysis | May 19, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes | May 17, 2025 | Gaussian ProcessesImputation | CodeCode Available | 0 |
| Are vision language models robust to uncertain inputs? | May 17, 2025 | Anomaly DetectionMorphology classification | —Unverified | 0 |
| Modèles de Substitution pour les Modèles à base d'Agents : Enjeux, Méthodes et Applications | May 17, 2025 | Computational EfficiencyGaussian Processes | CodeCode Available | 0 |
| Exploiting the Asymmetric Uncertainty Structure of Pre-trained VLMs on the Unit Hypersphere | May 16, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty quantification with approximate variational learning for wearable photoplethysmography prediction tasks | May 16, 2025 | Photoplethysmography (PPG)Uncertainty Quantification | —Unverified | 0 |
| STRIDE: Sparse Techniques for Regression in Deep Gaussian Processes | May 16, 2025 | Gaussian ProcessesGPR | —Unverified | 0 |
| SPIEDiff: robust learning of long-time macroscopic dynamics from short-time particle simulations with quantified epistemic uncertainty | May 16, 2025 | Uncertainty Quantification | —Unverified | 0 |
| Uncertainty Quantification for Prior-Data Fitted Networks using Martingale Posteriors | May 16, 2025 | Uncertainty Quantification | —Unverified | 0 |
